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Artificial Intelligence (AI)

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AI Vision Is Moving to Line in E‑Waste Sorting

AI‑driven camera sorting is moving into practical plant‑floor tools for ITAD and electronics recyclers. Early systems like Apple’s A.R.I.S. show that low‑cost vision models running on commodity hardware can drive pneumatic sorters at line speed and deliver high‑purity metal and PCB streams, suggesting that facilities which start piloting these techniques now will gain a structural edge on recovery, cost, and specification compliance over the next three to five years.

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Siemens: Industrial AI for Meta Ray-Ban AI Glasses

Mar 10, 2026

The Siemens-Meta industrial AI wearable project is a high-fidelity “Digital Assistant” framework designed to transition factory-floor tasks from manual, memory-based operations to hands-free, data-driven workflows. At its core, the product is an integration of Siemens Industrial AI and Meta Ray-Ban smart glasses, serving as a front-end interface for the Siemens Xcelerator digital twin ecosystem. For the ITAD and recycling sectors, this technology could target the specific bottlenecks of manual triage and complex de-manufacturing. As the electronics recovery industry moves toward “urban mining,” the ability to identify and safely extract high-value materials is the primary driver of profitability.

Technology: How AI’s Breakneck Pace Is Outrunning Enterprise Strategy and Your IT Refresh Cycle

Feb 19, 2026

It took 12 days for Anthropic to release two major AI models back to back. And with each release, the capability bar moves up, software value gets questioned, and the hardware underneath it all turns over faster than your refresh cycle was ever designed to handle.  This episode is a straight-talk breakdown of what that pace means for enterprise IT strategy, ITAM programs, and ITAD operations. This is not AI hype, but an honest analysis on the very real decisions landing on your desk right now as a result of it.